Sleep electroencephalography and heart rate variability interdependence amongst healthy subjects and insomnia/schizophrenia patients

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• 作者：Ramiro Chaparro-Vargas ; Claudia Schilling…
• 关键词：EEG ; HRV ; Phase locking value ; Phase synchronisation ; Primary insomnia ; Schizophrenia ; Wavelet coherence
• 刊名：Medical and Biological Engineering and Computing
• 出版年：2016
• 出版时间：January 2016
• 年：2016
• 卷：54
• 期：1
• 页码：77-91
• 全文大小：2,662 KB
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• 作者单位：Ramiro Chaparro-Vargas (1)
  Claudia Schilling (2)
  Michael Schredl (2)
  Dean Cvetkovic (1)
  
  1. School of Electrical and Computing Engineering, RMIT University, Melbourne, VIC, 3121, Australia
  2. Sleep laboratory of the Central Institute of Mental Health, Mannheim, Germany
  
• 刊物类别：Engineering
• 刊物主题：Biomedical Engineering
  Human Physiology
  Imaging and Radiology
  Computer Applications
  Neurosciences
  
• 出版者：Springer Berlin / Heidelberg
• ISSN：1741-0444

文摘

The quantification of interdependencies within autonomic nervous system has gained increasing importance to characterise healthy and psychiatric disordered subjects. The present work introduces a biosignal processing approach, suggesting a computational resource to estimate coherent or synchronised interactions as an eventual supportive aid in the diagnosis of primary insomnia and schizophrenia pathologies. By deploying linear, nonlinear and statistical methods upon 25 electroencephalographic and electrocardiographic overnight sleep recordings, the assessment of cross-correlation, wavelet coherence and \({\mathbf {n}}\):\({\mathbf {m}}\) phase synchronisation is focused on tracking discerning features amongst the clinical cohorts. Our results indicate that certain neuronal oscillations interact with cardiac power bands in distinctive ways responding to standardised sleep stages and patient groups, which promotes the hypothesis of subtle functional dynamics between neuronal assembles and (para)sympathetic activity subject to pathophysiological conditions.